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02/08/2023
Feature-based SpMV Performance Analysis on Contemporary Devices
The SpMV kernel is characterized by high performance variation per input...
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01/23/2023
Architectural Support for Efficient Data Movement in Disaggregated Systems
Resource disaggregation offers a cost effective solution to resource sca...
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01/01/2023
DaeMon: Architectural Support for Efficient Data Movement in Disaggregated Systems
Resource disaggregation offers a cost effective solution to resource sca...
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04/02/2022
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems
Several manufacturers have already started to commercialize near-bank Pr...
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01/13/2022
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems
Several manufacturers have already started to commercialize near-bank Pr...
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01/19/2021
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures
Near-Data-Processing (NDP) architectures present a promising way to alle...
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06/04/2020
Weight Pruning via Adaptive Sparsity Loss
Pruning neural networks has regained interest in recent years as a means...
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05/28/2019
RecNets: Channel-wise Recurrent Convolutional Neural Networks
In this paper, we introduce Channel-wise recurrent convolutional neural ...
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11/15/2017